ETC3250/5250 Introduction to Machine Learning
Week 7: Explainable artificial intelligence (XAI)
Professor Di Cook
Department of Econometrics and Business Statistics
Overview
We will cover:
- Local explainability
- LIME
- Shapley values
Remember: variable importance
Next: Support vector machines and nearest neighbours